Pramod Kumar1, Aparna Mishra2, Manoj K Prasad3, Vivek Verma4, Amit Kumar5. 1. Biochemistry, Rajendra Institute of Medical Sciences, Ranchi, IND. 2. Neuroanaesthesiology, All India Institute of Medical Sciences, New Delhi, IND. 3. Medicine, Rajendra Institute of Medical Sciences, Ranchi, IND. 4. Statistics, Assam University, Silchar, IND. 5. Laboratory Medicine, Rajendra Institute of Medical Sciences, Ranchi, IND.
Abstract
Discovery and validation of genetic factors for multifactorial and polygenic disorders like stroke are needed to make progress in precision medicine. Although some traditional risk factors for stroke have been identified, they do not fully explain the pathophysiological mechanism of ischemic stroke. The research of genetic risk factors is becoming increasingly relevant in the understanding of stroke mechanisms and the finding of population-specific therapeutic targets. The methylenetetrahydrofolate reductase (MTHFR) gene is involved in homocysteine metabolism, and a high homocysteine level is a risk factor for stroke. Using a meta-analysis technique, we investigated the link between the MTHFR C677T gene polymorphism and the risk of ischemic stroke. We used the electronic databases PubMed, Medline, Embase, and Google Scholar to find articles in the Journal of Stroke. If heterogeneity was more than 50%, pooled odds ratios (ORs) with 95% confidence intervals (CIs) were calculated using a random-effects model; otherwise, a fixed-effects model was used. A total of 67 case-control studies with 17,704 cases and 21,981 controls met our inclusion criteria. The Asian population was represented by 41 studies, whereas the Caucasian population was represented by 26. Under the recessive model, a gene polymorphism at the 677 location of the MTHFR gene is related to an elevated risk of ischemic stroke (OR: 1.29, 95% CI: 1.22-1.37, P < 0.001). People who have the MTHFR C677T gene polymorphism have a greater risk of stroke than people who do not.
Discovery and validation of genetic factors for multifactorial and polygenic disorders like stroke are needed to make progress in precision medicine. Although some traditional risk factors for stroke have been identified, they do not fully explain the pathophysiological mechanism of ischemic stroke. The research of genetic risk factors is becoming increasingly relevant in the understanding of stroke mechanisms and the finding of population-specific therapeutic targets. The methylenetetrahydrofolate reductase (MTHFR) gene is involved in homocysteine metabolism, and a high homocysteine level is a risk factor for stroke. Using a meta-analysis technique, we investigated the link between the MTHFR C677T gene polymorphism and the risk of ischemic stroke. We used the electronic databases PubMed, Medline, Embase, and Google Scholar to find articles in the Journal of Stroke. If heterogeneity was more than 50%, pooled odds ratios (ORs) with 95% confidence intervals (CIs) were calculated using a random-effects model; otherwise, a fixed-effects model was used. A total of 67 case-control studies with 17,704 cases and 21,981 controls met our inclusion criteria. The Asian population was represented by 41 studies, whereas the Caucasian population was represented by 26. Under the recessive model, a gene polymorphism at the 677 location of the MTHFR gene is related to an elevated risk of ischemic stroke (OR: 1.29, 95% CI: 1.22-1.37, P < 0.001). People who have the MTHFR C677T gene polymorphism have a greater risk of stroke than people who do not.
Stroke has risen to become the second largest cause of mortality in adults and the third leading cause of disability. Understanding the pathogenesis of stroke necessitates the finding of risk factors [1,2]. Traditional risk factors for ischemic strokes, such as hypertension, diabetes, atrial fibrillation, and smoking, have been extensively researched, although they only account for a minor part of stroke risk [3]. Many previously recognized risk factors for stroke do not fully explain the mechanism of stroke because many stroke victims do not have these risk factors [4]. There was a significant genetic susceptibility to ischemic stroke, according to the evidence from twin and familial aggregation of stroke research. Stroke is a complex disease, according to studies, and it may be caused by shared genetic and environmental variables [5]. It has long been known that a variation in the methylenetetrahydrofolate reductase (MTHFR) gene is linked to the risk of stroke [6].The 5,10-methylenetetrahydrofolate reductase is an important enzyme that regulates the metabolism of homocysteine (Hcy) levels [7]. MTHFR is an enzyme that helps in the conversion of 5,10-methylenetetrahydrofolate to 5-methylenetetrahydrofolate, which further converts Hcy to methionine [8,9]. The MTHFR gene polymorphism is linked to a reduced conversion of 5,10-methylenetetrahydrofolate to 5-methylenetetrahydrofolate, which is responsible for the accumulation of Hcy in the bloodstream due to a slowed remethylation reaction from Hcy [10]. Therefore, the alteration in the function of the MTHFR pathway leads to an increased risk of cerebrovascular disease by elevating the level of Hcy in the circulation. Previous epidemiological studies have observed that polymorphism in the MTHFR C677T position is associated with a higher risk of stroke [11,12]. MTHFR gene is considered important to understand the genetic risk of stroke indicated by the published reports. The evidence of precise association can be estimated by conducting a meta-analysis to quantify the pooled effect size based on earlier reported studies in the literature with a similar objective [13]. As a result, we conducted the biggest meta-analysis of papers published to date to discover the precise relationship between the C677T polymorphism in the MTHFR gene and ischemic stroke.
Review
Methodology and literature searchWe followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines for reporting meta-analysis findings [14]. We conducted a computerized search of MEDLINE, Google Scholar, PubMed, Stroke journal, Web of Science, and Springer for relevant case-control studies from 1997 to 2020. We also looked through references of published manuscripts, editorials, and systematic reviews. The electronic search terms and keywords for obtaining the relevant articles were “MTHFR” OR “MTHFR Polymorphism” OR “MTHFR TT polymorphism” OR “Homocysteine” OR “ischemic stroke in MTHFR TT gene” OR “MTHFR C677T gene in ischemic stroke” OR “MTHFR in stroke.” We fixed the filter so that results were limited to humans and articles published in the English language.Inclusion and exclusion criteriaInclusion criteria included the following: (a) studies that used a case-control study design investigating the relationship between the MTHFR C677T gene and the risk of ischemic stroke; (b) studies including ischemic stroke cases and healthy controls; (c) studies that mentioned the diagnostic criteria for ischemic stroke; (d) studies that reported the genotypic frequencies for both cases and controls; (e) studies with patients aged > 18 years; and (f) studies with enough data for extraction for computing pooled effect size.Studies were excluded (a) in case genotype frequencies could not be extracted; (b) studies conducted on other subtypes of stroke; (c) cohort studies, cross-sectional studies, and randomized controlled trials; and (d) duplicate publications from the same study with overlapping subjects.Extraction of data and evaluation of methodological qualityWe have used the standardized data collection form to extract the data from the included studies. The following important data were extracted for the present study: first author's name, year of article publication, journal in which the article was published, number of genotypes reported in the cases and controls, mean age of cases and controls, and ethnicity. To avoid duplication of the material, we kept only the most recent article or entire study where the same population was reported in multiple publications. Any disputes between the writers were settled through dialogue. For the purposes of the study, ethnicities were divided into two categories: Asian and Caucasian. We also used a quality rating scale created for genetic association studies to assess the methodological quality. Traditional epidemiologic considerations, as well as genetic issues, were included in this scale [15]. The scores ranged from 0 (worst) to 16 (highest).Pooled odds ratio (OR) with 95% CI was used to determine the pooled effect size [16]. The I2 statistic was used to determine statistically significant heterogeneity. We used the random effects model in case of heterogeneity of more than 50%, otherwise, the fixed effect model was used. The probable publication bias was diagnosed using funnel plots and Egger's linear regression test. An ethnicity-based stratified analysis (Asian vs. Caucasian) was carried out. We opted for a two-sided test with <0.05 treated as statistically significant.ResultsPreviously done meta-analysis studies investigating MTHFR C677T polymorphism and ischemic stroke with OR are shown in Table 1 [12,15-30].
Table 1
Pooled ORs of risk from studies investigating methylenetetrahydrofolate reductase (MTHFR) C677T polymorphism and ischemic stroke.
S. No.
Year
Authors
Origin
Sample size, case/control
Total studies
Result (OR, 95% CI)
1
2019
Chang et al. [12]
China
0/0
9 studies
1.41 (1.14-1.75)
2
2015
Kumar et al. [15]
India
6310/8297
38 studies
1.31 (1.19-1.44)
3
2014
Zhang et al. [16]
China
7990/6941
68 studies
1.86 (1.50-2.31)
4
2017
Abhinand et al. [17]
India
12,390/16,274
72 studies
1.319
5
2014
Wu et al. [19]
China
5207/5383
30 studies
1.62 (1.32-1.99)
6
2013
Yadav et al. [20]
India
2529/2881
26 studies
2.50 (0.89-6.97)
7
2002
Wald et al. [21]
London
1217/676
7 studies
1.21 (1.06-1.39)
8
2008
Trabetti [22]
Italy
4375/4856
24 studies
-
9
2005
Cronin et al. [23]
Ireland
6110/8760
32 studies
1.37 (1.15-1.64)
10
2004
Casas et al. [24]
London
3387/4597
22 studies
1.24 (1.08-1.42)
11
2002
Clarke et al. [25]
England
344/300
30 studies
-
12
2000
Moller et al. [26]
Denmark
0/0
21 studies
3.97
13
2008
Xu et al. [27]
China
296/216
13 studies
1.55 (1.26-1.90)
14
2009
Xin et al. [28]
China
2806/7636
26 studies
1.44 (1.14-1.80)
15
2016
Song et al. [29]
China
4564/6701
22 studies
1.37 (1.16-1.61)
16
2013
Li et al. [30]
China
2223/2936
19 studies
1.28 (1.17-1.40)
A total of 67 studies that met the inclusion criteria were included in this study, having 17,704 cases and 21,981 controls. The studies were conducted from the period of 1997 to 2020. There were 41 studies from the Asian population and 26 from the Caucasian population. Figure 1 shows the search results. The characteristics of the included studies are presented in Table 2. In this meta-analysis, all studies' genotype data were following the Hardy-Weinberg equilibrium. All included studies’ methodological quality scores ranged from 3.5 to a maximum of 14 (Table 2). MTHFR gene polymorphism at 677 locations is significantly associated with the increased risk of ischemic stroke (OR: 1.29, 95% CI: 1.22-1.37, P < 0.001) (Figure 2). Meta-regression analysis has shown no significant influence on mean age (P = 0.693) (Figure 3), ethnicity (P = 0.71) (Figure 4), and methodological quality in the study population (P = 0.977) with effect size (Figure 5). We stratified the data into two groups based on the results of studies conducted on Asian and Caucasian populations. Subgroup analysis (year-wise) has shown no association in the studies having an OR and corresponding 95% CIs of 1.30 (1.22-1.39) for the Asian population and 1.23 (1.08-1.40) for the Caucasian population (Figure 6).
Figure 1
PRISMA flow diagram.
PRISMA: Preferred Reporting Items for Systematic Reviews and Meta-Analyses.
Table 2
Characteristics of studies included in the meta-analysis on the association between MTHFR C677T polymorphism and ischemic stroke.
MTHFR: methylenetetrahydrofolate reductase.
S. No.
Year
Study
Origin
Sample size, case/control
Hardy-Weinberg equilibrium (HWE)
Total, male/female
Age
Quality score
1
1997
Markus et al. [31]
London
345/161
Yes
287/0
66.4
12
2
1998
Morita et al. [32]
Japan
256/325
Yes
0
51
11
3
1998
Pepe et al. [33]
Italia
72/198
No
72/198
41.4
7
4
1998
Salooja et al. [34]
London
242/173
No
68/69
68
10
5
1998
Kostulas et al. [35]
Sweden
126/126
Yes
0
0
9
6
1999
Press et al. [36]
Portland
167/115
Yes
126/52
66
6
7
1999
Lalouschek et al. [37]
Austria
96/96
No
58/38
0
7
8
1999
Harmon et al. [38]
Ireland
174/183
No
183/174
75.9
8
9
2000
Eikelboom et al. [39]
Australia
219/205
Yes
195/219
66.6
12
10
2000
Voetsch et al. [40]
Brazil
153/225
Yes
153/225
0
9
11
2000
Zheng et al. [41]
China
115/122
Yes
18/12
48
9
12
2001
Topić et al. [42]
Croatia
56/124
No
92/0
64
3.5
13
2001
Zhang et al. [43]
China
102/100
Yes
102/100
57.5
7.5
14
2001
Wu et al. [44]
Japan
77/229
Yes
77/229
60.5
10
15
2001
Lopaciuk et al. [45]
Poland
100/238
No
51/49
38.1
10
16
2002
Yingdong et al. [46]
China
43/42
Yes
0
0
7
17
2002
Huang et al. [47]
China
49/50
Yes
0
55
8
18
2002
Grossmann et al. [48]
Germany
93/186
No
140/139
0
9
19
2002
Madonna et al. [49]
Italy
132/262
No
117/145
37.2
10
20
2002
Mcllroy et al. [50]
Ireland
63/71
No
71
74.1
4.5
21
2003
Szolnoki et al. [51]
Hungary
867/743
Yes
853/757
60.8
14
22
2003
Li et al. [52]
China
1320/1832
No
0
60
10
23
2003
Choi et al. [53]
China
195/198
Yes
195/198
61.1
11
24
2004
Yeh et al. [54]
China
213/200
No
173/167
45.1
7
25
2004
Wu et al. [55]
China
74/83
Yes
0
0
8
26
2004
Uçar et al. [56]
Turkey
30/242
No
201/71
46
5
27
2004
Baum et al. [57]
China
241/304
Yes
268/0
70.8
12
28
2005
Slooter et al. [58]
Netherlands
193/764
No
0
39.2
12
29
2005
Pezzini et al. [59]
Italy
163/158
No
169/0
35
11
30
2005
Alluri et al. [60]
India
69/49
No
30/10
0
10
31
2005
Kawamoto et al. [61]
Japan
97/241
Yes
175/0
77
4.5
32
2006
Pezzini et al. [62]
Italy
174/155
Yes
149/155
34.5
12
33
2006
Sazci et al. [63]
Turkey
92/259
No
181/168
0
7.5
34
2006
Gao et al. [64]
China
100/100
Yes
71/71
61
7
35
2006
Hermans et al. [65]
Belgium
23/142
Yes
23/154
69.4
7
36
2006
Panigrahi et al. [66]
India
32/60
No
0
25
7
37
2006
Dikmen et al. [67]
Turkey
203/55
Yes
126/132
61.1
9
38
2007
Shinjo et al. [68]
Brazil
127/126
Yes
125/0
63.8
7
39
2008
Zhang et al. [69]
China
245/282
Yes
255/282
0
8
40
2008
Shi et al. [70]
China
97/99
No
159/37
38.7
11
41
2008
Moe et al. [71]
Singapore
120/207
Yes
233/94
60.8
10
42
2009
Biswas et al. [72]
India
120/120
Yes
0
0
8
43
2009
Al-Allawi et al. [73]
Iraq
70/50
No
64/56
0
12
44
2009
Sabino et al. [74]
Brazil
21/37
No
24/34
60.8
8
45
2010
Han et al. [75]
Korea
263/234
Yes
267/234
60.9
9
46
2010
Salem-Berrabah et al. [76]
Tunisia
50/97
No
53/97
44.2
11.5
47
2010
Isordia-Salas et al. [77]
Mexico
178/183
Yes
122/120
39.4
10
48
2011
Mohamed et al. [78]
Malaysia
72/72
Yes
163/129
60.8
9
49
2011
They-They et al. [79]
Morocco
91/182
Yes
91/182
47.5
10
50
2011
Somarajan et al. [80]
India
207/188
Yes
0
0
11
51
2011
Arsene et al. [81]
Romania
67/60
No
53/97
70
9
52
2011
Mohamed et al. [78]
Malaysia
150/142
Yes
163/129
60.8
9
53
2012
Xiong et al. [82]
China
89/102
Yes
0/53
68.1
9
54
2012
Aifan et al. [83]
China
512/500
No
310/202
58.4
8
55
2013
Fekih-Mrissa et al. [84]
Tunisia
84/100
No
121/63
53
10
56
2014
Zhou et al. [85]
China
543/655
No
748/452
66
8
57
2015
Al-Gazally et al. [86]
Iran
30/30
No
90/110
57.3
6
58
2015
Nissar et al. [87]
India
70/160
Yes
133/97
43.5
1
59
2015
Kumar et al. [15]
India
6310/8297
Yes
0
0
10
60
2015
Das et al. [88]
India
620/620
Yes
862/388
50
11
61
2015
Lv et al. [89]
China
199/241
Yes
245/195
68
11
62
2016
Kumar et al. [90]
India
250/250
Yes
406/97
51.9
11
63
2017
Ma et al. [91]
China
236/390
Yes
368/258
64
13
64
2017
Li et al. [92]
China
300/261
No
257/304
64
12
65
2018
Hou et al. [93]
China
1967/2565
Yes
2858/0
66.9
12
66
2019
Hashemi et al. [94]
Southeast Iran
106/157
No
111/154
37.1
9.5
67
2021
Mazdeh et al. [95]
Iran
318/400
Yes
318/400
0
14
Figure 2
Forest plot and pooled ORs of risk from studies investigating methylenetetrahydrofolate reductase (MTHFR) C677T polymorphism and ischemic stroke.
Subgroup - Asian studies: [85], [41], [69], [43], [46], [54], [82], [55], [44], [56], [80], [70], [63], [76], [66], [87], [32], [78], [71], [95], [91], [89], [92], [52], [90], [15], [61], [47], [93], [94], [75], [64], [88], [53], [72], [57], [60], [86], [73], [83].Subgroup - Caucasian studies: [40], [42], [79], [51], [58], [68], [34], [74], [36], [62], [59], [33], [50], [31], [49], [45], [37], [35], [77], [65], [38], [48], [84], [39], [67], [81].Publication biasThe probabilities of publication bias arising from the published literature were examined using a funnel plot and the Begg’s and Egger's tests. We observed that there was significant publication bias (P < 0.001), indicating that there were probabilities of publication bias (Figure 7).
Figure 7
Funnel plot for assessing publication bias.
DiscussionOur meta-analysis, which included 67 studies, observed that variation at the C677T position of the MTHFR gene might be associated with an increased risk to develop ischemic stroke.Earlier meta-analyses [16,17] with a substantial number of studies have also shown the significant relationship between C677T variation of the MTHFR gene and increased risk of ischemic stroke (Table 1). However, earlier meta-analyses had limitations to obtain the precise estimate of risk associated with MTHFR gene polymorphism for the risk of ischemic stroke. The meta-analysis published by Zhang et al. [16] recruited studies (68 studies) only from the Chinese population, which limits the generalizability of the study findings. Another meta-analysis reported by Abhinand et al. [17] in 2017 had limitations with the inclusion of the same study multiple times, and inadequate statistical analysis to draw a precise conclusion. This meta-analysis also included studies with cervical artery dissections and venous thrombosis, which would have influenced the pooled effect size to derive a homogenous effect size.In view of these, our meta-analysis is the largest meta-analysis that used the robust statistical method and methodological quality to derive the precise conclusion regarding the relationship of MTHFR gene polymorphism at 677 positions with the risk of ischemic stroke. In the stratified analysis, the association was found to be higher in the Asian population (OR: 1.30, 95% CI: 1.22-1.39) as compared to the Caucasian population (OR: 1.23, 95% CI: 1.08-1.40). However, in meta-regression analysis, ethnicity did not contribute to the significant heterogeneity in the pooled effect size. These findings indicate that similar type of association between MTHFR gene polymorphism and the risk of ischemic stroke in both Asian and Caucasian populations. Our meta-regression analysis to explore the source of variation in effect size did not observe the significant influence of mean age, methodological quality, and year of publication of articles on the pooled effect size. These observations further strengthen the homogeneous effect of the MTHFR gene polymorphism with an increased risk of ischemic stroke.MTHFR polymorphism leads to a higher level of Hcy. Hcy is a sulfur-containing amino acid and its remethylation leads to the formation of methionine. In the remethylation process of methionine, the methyl donor for the conversion of Hcy to methionine is done by the reduction of 5,10-methylenetetrahydrofolate to 5-methyltetrahydrofolate by the enzyme MTHFR. Elevated plasma Hcy levels can occur due to defective remethylation of Hcy to methionine because mutations in the MTHFR gene could lead to decreased activity of the MTHFR enzyme [16-18]. Stroke guidelines have included the examination of the Hcy biomarker in young stroke patients as a higher level of Hcy was found to be associated with an increased risk of stroke. It could be effectively treated with vitamin B12 and folic acid supplementation. It has been observed that vitamin supplementation effectively controls the level of Hcy and thereby reduces the risk of stroke [8]. The findings of the present study further strengthen the routine examination of MTHFR gene polymorphism for the prevention of stroke along with Hcy levels.
Conclusions
This meta-analysis sustains the notion of the association of MTHFR gene polymorphism with an increased risk of ischemic stroke. The observed pooled effect size had insignificant heterogeneity, which further strengthens the findings observed in the current study. The study is limited by the presence of publication bias. The association of MTHFR gene polymorphism was found to be higher in the Asian population compared to Caucasians. MTHFR gene polymorphism screening may be included in the guidelines for the prevention and screening of subjects with higher susceptibility to stroke.
Authors: A Pezzini; M Grassi; E Del Zotto; D Assanelli; S Archetti; R Negrini; L Caimi; A Padovani Journal: J Neurol Neurosurg Psychiatry Date: 2006-04-19 Impact factor: 10.154